Shanyu Zhang 张善宇

🏫 University of Liverpool利物浦大学

📍 Liverpool, UK英国利物浦

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I build and evaluate learning systems for reasoning and decision-making. I am a third-year undergraduate at the University of Liverpool, reading Mathematics with Finance, with my BSc expected in 2028.

My interests centre on large language model agents and the systems built around them — how such systems use context and tools, and how their behaviour should be measured. I care about evaluation as much as modelling: what a benchmark actually measures, and which results survive a change of setup. I am also interested in machine learning applied to economics and quantitative finance.

Feel free to reach out — I’m happy to discuss with people from different backgrounds.

我构建并评测面向推理与决策的学习系统。我是利物浦大学数学与金融专业的大三本科生，预计 2028 年获得理学学士学位。

我的兴趣集中在大型语言模型智能体，以及围绕它们构建的系统——这类系统如何使用上下文与工具，它们的行为又该如何被衡量。相比建模，我同样看重评测：一个基准究竟测的是什么，哪些结论换一套实验设置后仍然成立。我也关注机器学习在经济学和量化金融中的应用。

欢迎来信交流——我很乐意与来自不同背景的朋友讨论。

🔥 News动态

  • Jul 20262026 年 7 月  ·  Presented our paper "Example Selection for In-Context Learning via Conditional Mutual Information" at ICIC 2026. 在 ICIC 2026 报告了我们的论文 "Example Selection for In-Context Learning via Conditional Mutual Information"。 Oral口头报告
  • Jun 20262026 年 6 月  ·  Awarded the XJTLU Summer Undergraduate Research Fellowship (SURF) funding. 获得西交利物浦大学暑期本科生研究基金（SURF）资助。
  • May 20262026 年 5 月  ·  Presented our paper "Geopolitics and Corporate Alliances: Evidence from US-China Trade War" at the 13th CAPE Conference in Suzhou, China. 在第 13 届 CAPE 会议（中国苏州）报告了我们的论文 "Geopolitics and Corporate Alliances: Evidence from US-China Trade War"。
  • Jun 20252025 年 6 月  ·  Awarded the XJTLU Summer Undergraduate Research Fellowship (SURF) funding. 获得西交利物浦大学暑期本科生研究基金（SURF）资助。

📄 Publications论文发表

  1. Example Selection for In-Context Learning via Conditional Mutual Information.
    Shanyu Zhang, Di Zhang.
    International Conference on Intelligent Computing (ICIC), 2026. 国际智能计算大会（ICIC），2026。 Oral口头报告 Presented已报告

🎤 Conference Presentations会议报告

  1. Geopolitics and Corporate Alliances: Evidence from US-China Trade War.
    Bozhen Liu, Bo Jiang, Shanyu Zhang, Xiaoqi Zhang.
    13th CAPE Conference, Suzhou, China, 2026. 第 13 届 CAPE 会议，中国苏州，2026。 Presented已报告

📖 Education教育经历

  • 2024.09 – 2028.06 (Expected)（预计）, University of Liverpool, BSc Mathematics with Finance. GPA: 3.83/4.0. 利物浦大学，数学与金融 学士。GPA：3.83/4.0。

🎯 Interests兴趣

Outside coursework and research, I enjoy building small side projects and discussing new ideas with people from different backgrounds. 课业和科研之外，我喜欢做一些小项目，也喜欢和来自不同背景的朋友交流新想法。